Title :
Permuted smoothed descriptions and refinement coding for images
Author :
Ridge, Justin ; Ware, Fred W. ; Gibson, Jerry D.
Author_Institution :
Dept. of Electr. Eng., Southern Methodist Univ., Dallas, TX, USA
fDate :
6/1/2000 12:00:00 AM
Abstract :
We consider the problem of transmitting compressed still images over lossy channels. In particular, we examine the situation where the data stream is partitioned into two independent channels, as is often considered in the multiple descriptions approach to image compression. We introduce a coder design called smoothed descriptions, which matches a data partitioning method utilized at the encoder to the error concealment technique employed at the decoder. This approach has the advantage of inserting minimal overhead into the transmitted data streams, so that system performance is undiminished when there are no packet losses over the channel. We show that, by using a combination of DC averaging and maximal smoothing to conceal errors, performance comparable to or better than multiple descriptions can be achieved for packet loss rates up to 5%. By adding a feedback loop that requests retransmission of important data, we also demonstrate the need to exploit latency whenever possible.
Keywords :
data compression; decoding; discrete cosine transforms; image coding; packet switching; smoothing methods; transform coding; DC averaging; DCT; coder design; compressed still image transmission; data partitioning method; data retransmission; data stream; decoder; error concealment; feedback loop; image compression; independent channels; lossy channels; maximal smoothing; minimal overhead; multiple descriptions; packet loss rates; packet losses; permuted smoothed descriptions; refinement image coding; system performance; transmitted data streams; Decoding; Feedback loop; Image coding; Performance loss; Propagation losses; Redundancy; Smoothing methods; Streaming media; System performance; Wireless communication;
Journal_Title :
Selected Areas in Communications, IEEE Journal on